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On The Marriage of Lp-norms and Edit Distance

Summary: Proposes ERP (Edit distance with Real Penalty), a metric merging L1-norm with edit distance to support local time shifting in time series. Adds a B+-tree-friendly lower bound and triangle-inequality pruning for ERP, enabling joint pruning with superior search time on large time-series databases. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9188
Venue
VLDB
Year
2004
Pagerank
0.00026059337
Overall Rank
358 | 97.52%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 49 of 49 citing papers.

Rank Citing Paper Year Venue Pagerank
251 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00030589775
1,164 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures 2008 VLDB 0.00013572951
1,510 k-Shape: Efficient and Accurate Clustering of Time Series 2015 SIGMOD 0.00011588558
1,704 Swarm: Mining Relaxed Temporal Moving Object Clusters 2010 VLDB 0.00010814313
1,741 Discovery of Convoys in Trajectory Databases 2008 VLDB 0.00010696301
1,749 Distributed Trajectory Similarity Search 2017 VLDB 0.00010684148
2,045 Indexable PLA for Efficient Similarity Search 2007 VLDB 9.6950855e-05
2,198 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3096071e-05
2,489 STRG-Index: Spatio-Temporal Region Graph Indexing for Large Video Databases 2005 SIGMOD 8.6507319e-05
2,946 An Efficient and Accurate Method for Evaluating Time Series Similarity 2007 SIGMOD 7.8331623e-05
3,321 Trajectory Simplification: An Experimental Study and Quality Analysis 2018 VLDB 7.2212455e-05
3,609 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 6.9199121e-05
3,801 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 6.7528979e-05
4,062 GRAIL: Efficient Time-Series Representation Learning 2019 VLDB 6.4792249e-05
4,066 AutoPlait: Automatic Mining of Co-evolving Time Sequences 2014 SIGMOD 6.4756873e-05
4,111 Searching Trajectories by Locations - An Efficiency Study 2010 SIGMOD 6.4354586e-05
4,854 Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures 2020 SIGMOD 5.8707943e-05
5,297 Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints 2020 VLDB 5.5772847e-05
5,873 Fast Large-Scale Trajectory Clustering 2020 VLDB 5.2897929e-05
5,939 Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning 2020 VLDB 5.2603518e-05
6,013 Ratel: Interactive Analytics for Large Scale Trajectories 2019 SIGMOD 5.2365238e-05
6,080 Pigeonring: A Principle for Faster Thresholded Similarity Search 2019 VLDB 5.219249e-05
6,508 Trajectory Similarity Measurement: An Efficiency Perspective 2024 VLDB 5.0273291e-05
6,575 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 4.9993797e-05
6,786 Interactive Time Series Exploration Powered by the Marriage of Similarity Distances 2017 VLDB 4.9210246e-05
6,802 An Incremental Hausdorff Distance Calculation Algorithm 2011 VLDB 4.9172931e-05
6,918 Online Video Recommendation in Sharing Community 2015 SIGMOD 4.8878659e-05
6,982 A Generic Framework for Efficient and Effective Subsequence Retrieval 2012 VLDB 4.8685999e-05
7,153 EDS: A Segment-based Distance Measure for Sub-trajectory Similarity Search 2014 SIGMOD 4.8108272e-05
7,210 Set-based Similarity Search for Time Series 2016 SIGMOD 4.7949775e-05
7,633 Mining Frequent Itemsets over Uncertain Databases 2012 VLDB 4.6869557e-05
8,140 Anticipatory DTW for Efficient Similarity Search in Time Series Databases 2009 VLDB 4.5726407e-05
8,775 The Inherent Time Complexity and An Efficient Algorithm for Subsequence Matching Problem 2022 VLDB 4.4500701e-05
9,092 Challenges and Techniques for Effective and Efficient Similarity Search in Large Video Databases 2008 VLDB 4.3934714e-05
9,434 A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application 2011 VLDB 4.3399748e-05
10,476 A Structured Study of Multivariate Time-Series Distance Measures 2025 SIGMOD 4.1905499e-05
10,538 Revisiting CNNs for Trajectory Similarity Learning 2025 VLDB 4.1905499e-05
10,596 SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning 2025 VLDB 4.1905499e-05
10,613 TMLKD: Few-shot Trajectory Metric Learning via Knowledge Distillation 2025 VLDB 4.1905499e-05
10,746 Time-Series Clustering: A Comprehensive Study of Data Mining, Machine Learning, and Deep Learning Methods 2025 VLDB 4.1905499e-05
10,881 RED: Effective Trajectory Representation Learning with Comprehensive Information 2025 VLDB 4.1905499e-05
11,203 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 4.1905499e-05
11,237 Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances 2023 VLDB 4.1905499e-05
11,259 Efficient Non-Learning Similar Subtrajectory Search 2023 VLDB 4.1905499e-05
11,722 DITA: A Distributed In-Memory Trajectory Analytics System 2018 SIGMOD 4.1905499e-05
11,929 SMiLer: A Semi-Lazy Time Series Prediction System for Sensors 2015 SIGMOD 4.1905499e-05
11,998 Attraction and Avoidance Detection from Movements 2014 VLDB 4.1905499e-05
12,000 MoveMine 2.0: Mining Object Relationships from Movement Data 2014 VLDB 4.1905499e-05
12,184 Effective Data Co-Reduction for Multimedia Similarity Search 2011 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
65 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00061977022
78 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00056385781
91 M-tree: An Efficient Access Method for Similarity Search in Metric Spaces 1997 VLDB 0.00051785122
243 Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases 2001 SIGMOD 0.00031052437
251 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00030589775
537 Fast Time Sequence Indexing for Arbitrary L_p Norms 2000 VLDB 0.00020650291
689 Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences 1997 SIGMOD 0.00018069077
696 Exact Indexing of Dynamic Time Warping 2002 VLDB 0.00017991162
1,060 Warping Indexes with Envelope Transforms for Query by Humming 2003 SIGMOD 0.00014359912
1,335 Querying Shapes of Histories 1995 VLDB 0.00012539188
Previous Page 1 / 1 Next

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Overall Rank Paper Year Venue Pagerank
9,048 On Repairing Timestamps for Regular Interval Time Series 2022 VLDB 4.3997447e-05
696 Exact Indexing of Dynamic Time Warping 2002 VLDB 0.00017991162
5,883 Ranked Subsequence Matching in Time-Series Databases 2007 VLDB 5.2865165e-05
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6,575 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 4.9993797e-05
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8,140 Anticipatory DTW for Efficient Similarity Search in Time Series Databases 2009 VLDB 4.5726407e-05
3,206 Similarity Evaluation on Tree-structured Data 2005 SIGMOD 7.3855924e-05
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